Transformers have enabled breakthroughs in NLP and computer vision, and ...
Predictor-based algorithms have achieved remarkable performance in the N...
Differentiable Neural Architecture Search is one of the most popular Neu...
Recent works on ride-sharing order dispatching have highlighted the
impo...
Large ride-hailing platforms, such as DiDi, Uber and Lyft, connect tens ...
The NeurIPS 2020 Procgen Competition was designed as a centralized bench...
We present a new practical framework based on deep reinforcement learnin...
This paper proposes a novel differentiable architecture search method by...
Order dispatching and driver repositioning (also known as fleet manageme...
How to optimally dispatch orders to vehicles and how to trade off betwee...
We consider classification tasks in the regime of scarce labeled trainin...
Recently several methods were proposed for sparse optimization which mak...
We propose a novel general algorithm LHAC that efficiently uses second-o...